PPaperPicks

Junyu Dong

21 papers at tracked venues · 13 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-7012-2087 ↗Homepage ↗

Venues

AAAI ×5CVPR ×3IJCAI ×3BMVC ×2ICDE ×2CIKM ×1ECCV ×1ICCV ×1NeurIPS ×1WACV ×1WWW ×1

Frequent coauthors

Yanwei Yu
×8
Yuezun Li
×6
Jianpeng Qi
×5
Jiaran Zhou
×5
Lei Cao
×4
Yong Du
×4
Guiyuan Jiang
×3
Bin Wang
×3
Shengfeng He
×3
Huaidong Zhang
×3
Xinzhe Li
×3
Feng Gao
×2

Papers

  1. SEA-PACE: Semi-Supervised Underwater Image Enhancement via Gaussian Process-Assisted Self-Paced Learning
    AAAI 2026 ·
    Jingyang Wang
    ,
    Hengyue Bi
    ,
    Jingchao Cao
    ,
    Feng Gao
    , Junyu Dong
  2. ScaleGNN: Towards Scalable Graph Neural Networks via Adaptive High-order Neighboring Feature Fusion
    WWW 2026 ·
    Xiang Li
    ,
    Jianpeng Qi
    ,
    Haobing Liu
    ,
    Yuan Cao
    ,
    Guoqing Chao
    ,
    Zhongying Zhao
    , Junyu Dong,
    Xinwang Liu
    ,
    Yanwei Yu
  3. Correlation-Attention Masked Temporal Transformer for User Identity Linkage Using Heterogeneous Mobility Data
    AAAI 2025 ·
    Ziang Yan
    ,
    Xingyu Zhao
    ,
    Hanqing Ma
    ,
    Wei Chen
    ,
    Jianpeng Qi
    ,
    Yanwei Yu
    , Junyu Dong
  4. DGraFormer: Dynamic Graph Learning Guided Multi-Scale Transformer for Multivariate Time Series Forecasting
    IJCAI 2025 ·
    Han Yan
    ,
    Dongliang Chen
    ,
    Guiyuan Jiang
    ,
    Bin Wang
    ,
    Lei Cao
    , Junyu Dong,
    Yanwei Yu
  5. Forensics Adapter: Adapting CLIP for Generalizable Face Forgery Detection
    CVPR 2025 ·
    Xinjie Cui
    ,
    Yuezun Li
    ,
    Ao Luo
    ,
    Jiaran Zhou
    , Junyu Dong
  6. NexusGS: Sparse View Synthesis with Epipolar Depth Priors in 3D Gaussian Splatting
    CVPR 2025 ·
    Yulong Zheng
    ,
    Zicheng Jiang
    ,
    Shengfeng He
    ,
    Yandu Sun
    , Junyu Dong,
    Huaidong Zhang
    ,
    Yong Du
  7. OmniVTON: Training-Free Universal Virtual Try-On
    ICCV 2025 ·
    Zhaotong Yang
    ,
    Yuhui Li
    ,
    Shengfeng He
    ,
    Xinzhe Li
    ,
    Yangyang Xu
    , Junyu Dong,
    Yong Du
  8. PersonaMagic: Stage-Regulated High-Fidelity Face Customization with Tandem Equilibrium
    AAAI 2025 ·
    Xinzhe Li
    ,
    Jiahui Zhan
    ,
    Shengfeng He
    ,
    Yangyang Xu
    , Junyu Dong,
    Huaidong Zhang
    ,
    Yong Du
  9. Self-Supervised Trajectory Representation Learning with Multi-Scale Spatio-Temporal Feature Exploration
    ICDE 2025 ·
    Hong Xia
    ,
    Xiao Zhang
    ,
    Yuan Cao
    ,
    Lei Cao
    ,
    Yanwei Yu
    , Junyu Dong
  10. Spatiotemporal-aware Trend-Seasonality Decomposition Network for Traffic Flow Forecasting
    AAAI 2025 ·
    Lingxiao Cao
    ,
    Bin Wang
    ,
    Guiyuan Jiang
    ,
    Yanwei Yu
    , Junyu Dong
  11. Texture, Shape and Order Matter: A New Transformer Design for Sequential DeepFake Detection
    WACV 2025 ·
    Yunfei Li
    ,
    Yuezun Li
    ,
    Xin Wang
    ,
    Baoyuan Wu
    ,
    Jiaran Zhou
    , Junyu Dong
  12. UMGAD: Unsupervised Multiplex Graph Anomaly Detection
    ICDE 2025 ·
    Xiang Li
    ,
    Jianpeng Qi
    ,
    Zhongying Zhao
    ,
    Guanjie Zheng
    ,
    Lei Cao
    , Junyu Dong,
    Yanwei Yu
  13. Where the Devil Hides: Deepfake Detectors Can No Longer Be Trusted
    CVPR 2025 ·
    Shuaiwei Yuan
    , Junyu Dong,
    Yuezun Li
  14. Exploring Cross-Domain Few-Shot Classification via Frequency-Aware Prompting
    IJCAI 2024 ·
    Tiange Zhang
    ,
    Qing Cai
    ,
    Feng Gao
    ,
    Lin Qi
    , Junyu Dong
  15. FastForensics: Efficient Two-Stream Design for Real-Time Image Manipulation Detection
    BMVC 2024 ·
    Yangxiang Zhang
    ,
    Yuezun Li
    ,
    Ao Luo
    ,
    Jiaran Zhou
    , Junyu Dong
  16. FreqBlender: Enhancing DeepFake Detection by Blending Frequency Knowledge
    NeurIPS 2024 ·
    Hanzhe Li
    ,
    Jiaran Zhou
    ,
    Yuezun Li
    ,
    Baoyuan Wu
    ,
    Bin Li
    , Junyu Dong
  17. MoTTo: Scalable Motif Counting with Time-aware Topology Constraint for Large-scale Temporal Graphs
    CIKM 2024 ·
    Jiantao Li
    ,
    Jianpeng Qi
    ,
    Yueling Huang
    ,
    Lei Cao
    ,
    Yanwei Yu
    , Junyu Dong
  18. Multi-Relational Graph Attention Network for Social Relationship Inference from Human Mobility Data
    IJCAI 2024 ·
    Guangming Qin
    ,
    Jianpeng Qi
    ,
    Bin Wang
    ,
    Guiyuan Jiang
    ,
    Yanwei Yu
    , Junyu Dong
  19. Mumpy: Multilateral Temporal-view Pyramid Transformer for Video Inpainting Detection
    BMVC 2024 ·
    Ying Zhang
    ,
    Yuezun Li
    ,
    Bo Peng
    ,
    Jiaran Zhou
    ,
    Huiyu Zhou
    , Junyu Dong
  20. Spherical Pseudo-Cylindrical Representation for Omnidirectional Image Super-resolution
    AAAI 2024 ·
    Qing Cai
    ,
    Mu Li
    ,
    Dongwei Ren
    ,
    Jun Lyu
    ,
    Haiyong Zheng
    , Junyu Dong,
    Yee-Hong Yang
  21. rmD4-VTON: Dynamic Semantics Disentangling for Differential Diffusion Based Virtual Try-On
    ECCV 2024 ·
    Zhaotong Yang
    ,
    Zicheng Jiang
    ,
    Xinzhe Li
    ,
    Huiyu Zhou
    , Junyu Dong,
    Huaidong Zhang
    ,
    Yong Du